irateelf
06-06-2009, 12:12 AM
I have a multinomial population of twins (either identical or not) from which I have taken a sample of n. n1 are MM, n2 are FF, n3 are MF but we don't know which are identical (probability that twins are identical = alpha, male/female twins are non-identical, equally likely that identical twins are MM or FF).
P(MM) = P(FF) = (1+alpha)/4 and P(MF) = (1-alpha)/2
I have found the MLE of alpha for the sample (n1+n2-n3)/(n1+n2+n3) but I have no idea how to find its variance??
My starting point was Var(MLE) = E(MLE^2) - E(MLE)^2, but I'm not sure if this is correct or where to go from here....
Any help would be much appreciated :)
P(MM) = P(FF) = (1+alpha)/4 and P(MF) = (1-alpha)/2
I have found the MLE of alpha for the sample (n1+n2-n3)/(n1+n2+n3) but I have no idea how to find its variance??
My starting point was Var(MLE) = E(MLE^2) - E(MLE)^2, but I'm not sure if this is correct or where to go from here....
Any help would be much appreciated :)